Haitao Zhou (周海涛)

I am a Master's student from Beihang University(BUAA). And I am also an algorithm intern of AIsphere, where I work on video generation.

I got my Undergraduate's degree from the BUAA.

Recently, my research focuses on deep generative models(Diffusion models and its application) and sketch&SVG generation.

Email  /  Google Scholar  /  Github

profile photo

Publications (* equal contribution, corresponding author)

SVGDreamer: Text Guided SVG Generation with Diffusion Model
Xingming Xing, Haitao Zhou, Chuang Wang, Jing Zhang, Dong Xu, Qian Yu
Computer Vision and Pattern Recognition(CVPR), 2024
Paper / Code GitHub stars
DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models
Xingming Xing, Chuang Wang, Haitao Zhou, Jing Zhang, Qian Yu, Dong Xu
Neural Information Processing Systems (NeurIPS), 2023
Paper / Code GitHub stars

Preprints (* equal contribution, corresponding author)

TrackGo: A Flexible and Efficient Method for Controllable Video Generation
Haitao Zhou*, Chuang Wang*, Rui Nie, Jinxiao Lin, Dnogdong Yu, Qian Yu, Changhu Wang
arXiv, 2024
arXiv

Inversion-by-Inversion: Exemplar-based Sketch-to-Photo Synthesis via Stochastic Differential Equations without Training
Xingming Xing, Chuang Wang, Haitao Zhou, Zhihao Hu, Chongxuan Li, Dong Xu, Qian Yu
arXiv, 2023
arXiv / Code GitHub stars

Projects

PyTorch-SVGRender

PyTorch-SVGRender is the go-to library for differentiable rendering methods in SVG generation. It supports a variety of vectorization methods, including: Image-to-SVG, Text-to-SVG, Text-to-Sketch.

Based on Pytorch, 2023
Project Page / Doc / Code GitHub stars

Work Experience

  • AIsphere (Algorithm Intern), 2023.05~Now.

    Main job content: The construction and tuning of the basic model of video generation; The construction of the controllable video generation pipeline. The lead person for the Magic Brush project.


Awards

  • ACM-ICPC Asia Regional Contest Silver Medal, 2019

  • Huawei Smart Dock Scholarship, 2023

  • Outstanding graduate of Beihang University, 2023

  • Outstanding student award(Top 5%) of Beihang University, 2020;2021;2022


Professional Activities

  • Reviewer for CVPR 2024~2025, MM 2024, AAAI 2025


Interests

  • Reading, Coding and Harmonica.

  • Members of the novel sinicization group of A Certain Magical Index(魔法禁书目录).



Design and source code from Jon Barron.